Shinji Nishimoto

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 22

Top Topics

Semantic Representations

Diffusion Models

Top Venues

Publications

Naoko Koide-Majima, Shinji Nishimoto, Kei Majima
Mental image reconstruction from human brain activity: Neural decoding of mental imagery via deep neural network-based Bayesian estimation. Neural Networks 170 (2024)
Yu Takagi, Shinji Nishimoto
Improving visual image reconstruction from human brain activity using latent diffusion models via multiple decoded inputs. CoRR (2023)
Tomoya Nakai, Shinji Nishimoto
Artificial neural network modelling of the neural population code underlying mathematical operations. NeuroImage 270 (2023)
Takuya Matsuyama, Kota S. Sasaki, Shinji Nishimoto
Applicability of scaling laws to vision encoding models. CoRR (2023)
Timo I. Denk, Yu Takagi, Takuya Matsuyama, Andrea Agostinelli, Tomoya Nakai, Christian Havnø Frank, Shinji Nishimoto
Brain2Music: Reconstructing Music from Human Brain Activity. CoRR (2023)
Yu Takagi, Shinji Nishimoto
High-resolution image reconstruction with latent diffusion models from human brain activity. CVPR (2023)
Dror Cohen, Tomoya Nakai, Shinji Nishimoto
Brain networks are decoupled from external stimuli during internal cognition. NeuroImage 256 (2022)
Haruka Taguchi, Satoshi Nishida, Shinji Nishimoto, Ichiro Kobayashi
Validation of the Role of Attention Mechanism in Predicting Brain Activity. SCIS/ISIS (2022)
Ryoichi Shinkuma, Satoshi Nishida, Naoya Maeda, Masataka Kado, Shinji Nishimoto
Reduction of Information Collection Cost for Inferring Brain Model Relations From Profile Information Using Machine Learning. IEEE Trans. Syst. Man Cybern. Syst. 52 (7) (2022)
Satoshi Nishida, Antoine Blanc, Naoya Maeda, Masataka Kado, Shinji Nishimoto
Behavioral correlates of cortical semantic representations modeled by word vectors. PLoS Comput. Biol. 17 (6) (2021)
Naoko Koide-Majima, Tomoya Nakai, Shinji Nishimoto
Distinct dimensions of emotion in the human brain and their representation on the cortical surface. NeuroImage 222 (2020)
Satoshi Nishida, Yusuke Nakano, Antoine Blanc, Naoya Maeda, Masataka Kado, Shinji Nishimoto
Brain-Mediated Transfer Learning of Convolutional Neural Networks. AAAI (2020)
Ryoichi Shinkuma, Satoshi Nishida, Masataka Kado, Naoya Maeda, Shinji Nishimoto
Relational Network of People Constructed on the Basis of Similarity of Brain Activities. IEEE Access 7 (2019)
Satoshi Nishida, Yusuke Nakano, Antoine Blanc, Shinji Nishimoto
Brain-mediated Transfer Learning of Convolutional Neural Networks. CoRR (2019)
Ryohei Fukuma, Takufumi Yanagisawa, Shinji Nishimoto, Masataka Tanaka, Shota Yamamoto, Satoru Oshino, Yukiyasu Kamitani, Haruhiko Kishima
Decoding Visual Stimulus in Semantic Space from Electrocorticography Signals. SMC (2018)
Satoshi Nishida, Shinji Nishimoto
Decoding naturalistic experiences from human brain activity via distributed representations of words. NeuroImage 180 (Part) (2018)
Tomoya Nakai, Naoko Koide-Majima, Shinji Nishimoto
Encoding and Decoding of Music-Genre Representations in the Human Brain. SMC (2018)
Eri Matsuo, Ichiro Kobayashi, Shinji Nishimoto, Satoshi Nishida, Hideki Asoh
Describing Semantic Representations of Brain Activity Evoked by Visual Stimuli. SMC (2018)
Koji Ikezoe, Mahya Amano, Shinji Nishimoto, Ichiro Fujita
imaging: Encoding-model analysis of fluorescence responses to natural movies. NeuroImage 180 (Part) (2018)
Eri Matsuo, Ichiro Kobayashi, Shinji Nishimoto, Satoshi Nishida, Hideki Asoh
Describing Semantic Representations of Brain Activity Evoked by Visual Stimuli. CoRR (2018)
Chiaki Kawase, Ichiro Kobayashi, Shinji Nishimoto, Satoshi Nishida, Hideki Asoh
Semantic representation in the cerebral cortex with sparse coding. SMC (2017)
Eri Matsuo, Ichiro Kobayashi, Shinji Nishimoto, Satoshi Nishida, Hideki Asoh
Generating Natural Language Descriptions for Semantic Representations of Human Brain Activity. ACL (Student Research Workshop) (2016)
Thomas Naselaris, Kendrick N. Kay, Shinji Nishimoto, Jack L. Gallant
Encoding and decoding in fMRI. NeuroImage 56 (2) (2011)
Jack L. Gallant, Thomas Naselaris, Ryan J. Prenger, Kendrick N. Kay, Dustin Stansbury, Michael Oliver, An Vu, Shinji Nishimoto
Bayesian Reconstruction of Perceptual Experiences from Human Brain Activity. HCI (16) (2009)